(vmodel, tmodel, x)
| 147 | |
| 148 | |
| 149 | def _transform(vmodel, tmodel, x): |
| 150 | split = np.cumsum([len(xi) for xi in x])[:-1] |
| 151 | if vmodel is not None: |
| 152 | x = np.vsplit(vmodel.transform(np.vstack(x).ravel()).toarray(), split) |
| 153 | if tmodel is not None: |
| 154 | if isinstance(tmodel, Pipeline): |
| 155 | x = np.vsplit(tmodel.transform(np.vstack(x).ravel()), split) |
| 156 | else: |
| 157 | x = np.vsplit(tmodel.transform(np.vstack(x)), split) |
| 158 | return [xi for xi in x] |
| 159 | |
| 160 | |
| 161 | def _fit_models(vmodel, tmodel, x, model_is_fit): |